Image Classification on CIFAR-10 (Convergence Rounds)
97Rounds to 0.70 AccuracyFedCM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FedCMTime(s)=14.672025.11 | 97 | 132 | 255 | 426 | — | |
| MoFedSAMTime(s)=29.732025.11 | 97 | 132 | 169 | 255 | 426 | |
| FedWMSAMTime(s)=15.032025.11 | 97 | 114 | 153 | 241 | 356 | |
| FedSMOOTime(s)=29.772025.11 | 134 | 167 | 201 | 255 | 382 | |
| FedLESAM-DTime(s)=16.962025.11 | 149 | 187 | 211 | 255 | — | |
| SCAFFOLDTime(s)=17.442025.11 | 189 | 241 | 301 | 376 | — | |
| FedLESAM-STime(s)=16.712025.11 | 205 | 247 | 313 | 432 | — | |
| FedGAMMATime(s)=29.722025.11 | 208 | 241 | 300 | 374 | — | |
| FedLESAMTime(s)=14.662025.11 | 241 | 303 | 433 | — | — | |
| FedSAMTime(s)=26.902025.11 | 247 | 303 | 403 | — | — | |
| FedAvgTime(s)=14.572025.11 | 254 | 348 | 432 | — | — |